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Agnostiq

LLM Agents & RAG · Automation & Workflow · MLOps & InfrastructureToronto, Ontario, CanadaFounded 2018

Toronto-based company developing software for high-performance computing and quantum computing, acquired by DataRobot to accelerate agentic AI application development and complex workflow orchestration.

4.8
Average rating
10
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
LLM Agents & RAG
Team size
10-25 employees
Typical budget
$50K - $150K
Primary industry
Education & Research
Provider overview

A clear view of what Agnostiq does best.

Structured from supplied company information and mapped to RankGlobal's controlled AI and industry taxonomy.

Company profile
LLM Agents & RAG provider for Education & Research

Toronto-based company developing software for high-performance computing and quantum computing, acquired by DataRobot to accelerate agentic AI application development and complex workflow orchestration. RankGlobal maps its primary capability to AI Agents within LLM Agents & RAG, with supporting relevance to Agentic Workflow Development, Autonomous AI Agents. Its strongest supplied industry signals align with EdTech & Digital Learning, FinTech Platforms.

See how this profile was mapped →
Primary AI category
LLM Agents & RAG
Strongest industry signal
Education & Research
Engagement profile·$50K - $150K·10-25 employees·Service
Mapped capabilities · 3 categories
Technology

Platforms, methods and technical signals

CovalentQuantum ComputingHigh-Performance Computing (HPC)

Tools and platforms named in Agnostiq's supplied company profile.

Expertise

Named expertise on file

  • Covalent Cloud

    Providing a high-performance orchestration platform to manage massive distributed computing and AI workloads.

    CovalentOrchestrationCloud Compute
  • Quantum-ready Algorithms

    Engineering specialized mathematical models designed to run on the next generation of quantum hardware.

    Quantum AIR&DFuture Tech
  • Agentic AI Development

    Building autonomous agents that interact with complex software to automate multi-step scientific and financial tasks.

    Agentic AITask AutomationOrchestration
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Agnostiq, built from mapped taxonomy signals, evidence confidence, commercial profile and reviews.

Primary feed set
LLM Agents & RAG
Compared with
933 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
100/100
Strong evidence
60th percentile of 933 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

LLM Agents & RAG among 933 published providers

Average rating4.79 · median 4.83
Mapped reviews10 · median 10
Profile completeness100% · median 100%
Taxonomy breadth16 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
LLM Agents & RAG96%
MLOps & Infrastructure80%
Automation & Workflow76%

Imported mapping confidence for each category — not a share of work, revenue, or delivery volume.

Mapped industries
2 industries on the map
2
Education & Research75%
Financial Services & Insurance25%

Share of mapped industry rows on the taxonomy map — not share of work or revenue.

Evidence mix
Mapping grades
Direct25% · 4
Supported63% · 10
Adjacent13% · 2

Imported mapping grades across 16 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Agnostiq presents as a strong evidence profile for LLM Agents & RAG. It ranks in the 60th percentile of 933 published providers in LLM Agents & RAG, and 10 reviews back the commercial profile.

Current positioning: P60 evidence quality · P29 industry breadth
Strongest signals
Evidence-backed strength in LLM Agents & RAG is the profile's clearest signal in the mapped taxonomy.
Best user fit
Education & Research buyers evaluating LLM Agents & RAG at a $50K - $150K engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
10
Reviews
4.8
Average rating
0
Publicly reshared
Published
Listing status
How this report is calculated →
Industry experience

Where this expertise is most relevant.

Industry mappings are organized by evidence strength so buyers can distinguish demonstrated alignment from broader search relevance.

4 mapped subindustries
Client feedback

What clients say.

Reviews and ratings published for this provider.

5
Orchestrating Quantum Workflows via Specialized AI Solutions

Covalent is the best workflow orchestrator for hybrid quantum-classical workloads.

Quantum Lead
5
Bridging Quantum Computing Gaps via Strategic Specialized AI

They bridge the gap between today's HPC and tomorrow's quantum computing flawlessly.

CTO, Fintech
5
Powering Complex Simulations via Specialized Infrastructure AI

Enables our researchers to run complex simulations without worrying about infrastructure.

Innovation VP
5
Scaling Quantum Access via Specialized Cloud-Native AI

Very strong in Python and cloud-native scaling. They make quantum accessible to devs.

Tech Lead
5
Modeling Multi-Cloud Risks via Specialized High-Efficiency AI

Highly effective for risk modeling. The multi-cloud capabilities are a big selling point.

Product Mgr
5
Ensuring Quantum Readiness via Strategic Specialized AI

Strategic investment. They ensure our long-term readiness for the quantum era.

Finance Head
5
Mastering Simulation Tasks via Reliable Specialized Technical AI

Reliable performance on massive simulation tasks. The team is deeply technical and helpful.

Ops Director
5
Leading Quantum-as-a-Service via Exceptional Strategic AI

Exceptional communication. They are a leader in the quantum-as-a-service (QaaS) space.

Support Lead
5
Bridging Quantum Gaps via Strategic AI-Driven Intelligence

Helping us bridge the gap with AI-driven quantum intelligence. A brilliant partner.

CDO, Energy

10 published quotes on this profile.

Showing 9 of 10, ranked by display order then recency.

Rating distribution
5
10
4
0
3
0
2
0
1
0

Ratings aggregate 10 reviews at the average shown above.

Transparent profile intelligence

How RankGlobal maps this profile.

RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research— a mapping grade is not a claim of discoverability weight.

Tier 1 · Authoritative
Regulators, registries, certifications, signed client evidence.
Highest evidentiary weight
Tier 2 · Independent
Credible media, industry bodies, partner directories, third-party datasets.
Strong with attribution and recency
Tier 3 · Provider-controlled
Company site, case studies, press releases, structured submissions.
Accepted as a claim; verification raises weight
Tier 4 · Discovery-only
Directory listings, aggregations, and early discovery signals.
Used for discovery; weighted accordingly in ranking

Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.

RankGlobal trust center →
Ready to evaluate this provider

Move from discovery to a focused conversation.

Your enquiry goes to the RankGlobal research team, not the provider's sales inbox. Sending it does not affect their ranking.

Before you reach out

What RankGlobal holds on file for Agnostiq, and the three things worth confirming directly once you're in touch.

Primary category
LLM Agents & RAG
Primary industry
Education & Research
Typical budget
$50K - $150K
Team size
10-25 employees
  1. 1
    Name the use case

    Say which LLM Agents & RAG problem you are evaluating, so the research team can route your message accurately.

  2. 2
    Pressure-test the budget band

    The $50K - $150K band on file is a profile-level figure. Ask what a scope like yours actually lands at.

  3. 3
    Ask for a reference

    Request a client reference in Education & Research — the strongest industry signal on this profile.

Enquire about Agnostiq

Three fields. Anything longer belongs on the full contact page, linked below.